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Towards the Exact Solution for Speed and Separation Monitoring for Improved Human-Robot Collaboration

Bakir Lačević, Andrea Maria Zanchettin, Paolo Rocco

发表年份
2020
引用次数
8

摘要

In this paper, we approach the problem of ensuring safety requirements within human-robot collaborative scenarios. The safety requirements considered herein are consistent with the paradigm of speed and separation monitoring. In such a setup, safety guarantees for human operators usually imply limited robot velocities and/or significant distance margins, which in turn may have adverse effects regarding the productivity of the robot. In this paper, we propose a novel approach that minimally affects the productivity while being consistent with such a safety prescription. A comprehensive simulation study shows that our method outperforms the current state of the art algorithm.

关键词

RobotSeparation (statistics)ProductivityComputer scienceHuman–robot interactionMobile robotArtificial intelligenceMachine learning

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